V. Parting Thoughts
V. 临别感想
“I remember the spring of 1941 to this day. I realized then that a nuclear bomb was not only possible — it was inevitable. Sooner or later these ideas could not be peculiar to us. Everybody would think about them before long, and some country would put them into action. […]
And there was nobody to talk to about it, I had many sleepless nights. But I did realize how very very serious it could be. And I had then to start taking sleeping pills. It was the only remedy, I’ve never stopped since then. It’s 28 years, and I don’t think I’ve missed a single night in all those 28 years.”
James Chadwick (Physics Nobel Laureate and author of the 1941 British government report on the inevitability of an atomic bomb, which finally spurred the Manhattan Project into action)
Before the decade is out, we will have built superintelligence. That is what most of this series has been about. For most people I talk to in SF, that’s where the screen goes black. But the decade after—the 2030s—will be at least as eventful. By the end of it, the world will have been utterly, unrecognizably transformed. A new world order will have been forged. But alas—that’s a story for another time.
We must come to a close, for now. Let me make a few final remarks.
This is all much to contemplate—and many cannot. “Deep learning is hitting a wall!” they proclaim, every year. It’s just another tech boom, the pundits say confidently. But even among those at the SF-epicenter, the discourse has become polarized between two fundamentally unserious rallying cries.
On the one end there are the doomers. They have been obsessing over AGI for many years; I give them a lot of credit for their prescience. But their thinking has become ossified, untethered from the empirical realities of deep learning, their proposals naive and unworkable, and they fail to engage with the very real authoritarian threat. Rabid claims of 99% odds of doom, calls to indefinitely pause AI—they are clearly not the way.
On the other end are the e/accs. Narrowly, they have some good points: AI progress must continue. But beneath their shallow Twitter shitposting, they are a sham; dilettantes who just want to build their wrapper startups rather than stare AGI in the face. They claim to be ardent defenders of American freedom, but can’t resist the siren song of unsavory dictators’ cash. In truth, they are real stagnationists. In their attempt to deny the risks, they deny AGI; essentially, all we’ll get is cool chatbots, which surely aren’t dangerous. (That’s some underwhelming accelerationism in my book.)
But as I see it, the smartest people in the space have converged on a different perspective, a third way, one I will dub **AGI Realism. **The core tenets are simple:
- Superintelligence is a matter of national security*. We are rapidly building machines smarter than the smartest humans. This is not another cool Silicon Valley boom; this isn’t some random community of coders writing an innocent open source software package; this isn’t fun and games. Superintelligence is going to be wild; it will be the most powerful weapon mankind has ever built. And for any of us involved, it’ll be the most important thing we ever do.
- America must lead*. *The torch of liberty will not survive Xi getting AGI first. (And, realistically, American leadership is the only path to safe AGI, too.) That means we can’t simply “pause”; it means we need to rapidly scale up US power production to build the AGI clusters in the US. But it also means amateur startup security delivering the nuclear secrets to the CCP won’t cut it anymore, and it means the core AGI infrastructure must be controlled by America, not some dictator in the Middle East. American AI labs must put the national interest first.
- We need to not screw it up.* *Recognizing the power of superintelligence also means recognizing its peril. There are very real safety risks; very real risks this all goes awry—whether it be because mankind uses the destructive power brought forth for our mutual annihilation, or because, yes, the alien species we’re summoning is one we cannot yet fully control. These are manageable—but improvising won’t cut it. Navigating these perils will require good people bringing a level of seriousness to the table that has not yet been offered.
As the acceleration intensifies, I only expect the discourse to get more shrill. But my greatest hope is that there will be those who feel the weight of what is coming, and take it as a solemn call to duty.
At this point, you may think that I and all the other SF-folk are totally crazy. But consider, just for a moment:* what if they’re right? *These are the people who invented and built this technology; they think AGI will be developed this decade; and, though there’s a fairly wide spectrum, many of them take very seriously the possibility that the road to superintelligence will play out as I’ve described in this series.
Almost certainly I’ve gotten important parts of the story wrong; if reality turns out to be anywhere near this crazy, the error bars will be very large. Moreover, as I said at the outset, I think there’s a wide range of possibilities. But I think it is important to be concrete. And in this series I’ve laid out what I currently believe is the single most likely scenario for the rest of the decade—the rest of *this *decade.
Because—it’s starting to feel real, very real. A few years ago, at least for me, I took these ideas seriously—but they were abstract, quarantined in models and probability estimates. Now it feels extremely visceral. I can *see *it. I can see how AGI will be built. It’s no longer about estimates of human brain size and hypotheticals and theoretical extrapolations and all that—I can basically tell you the cluster AGI will be trained on and when it will be built, the rough combination of algorithms we’ll use, the unsolved problems and the path to solving them, the list of people that will matter. I can *see *it. It is extremely visceral. Sure, going all-in leveraged long Nvidia in early 2023 has been great and all, but the burdens of history are heavy. I would not choose this.
But the scariest realization is that there is no crack team coming to handle this. As a kid you have this glorified view of the world, that when things get real there are the heroic scientists, the uber-competent military men, the calm leaders who are on it, who will save the day. It is not so. The world is incredibly small; when the facade comes off, it’s usually just a few folks behind the scenes who are the live players, who are desperately trying to keep things from falling apart.
Right now, there’s perhaps a few hundred people in the world who realize what’s about to hit us, who understand just how crazy things are about to get, who have situational awareness. I probably either personally know or am one degree of separation from everyone who could plausibly run The Project. The few folks behind the scenes who are desperately trying to keep things from falling apart are you and your buddies and their buddies. That’s it. That’s all there is.
Someday it will be out of our hands. But right now, at least for the next few years of midgame, the fate of the world rests on these people.
These are great and honorable people. But they are just people. Soon, the AIs will be running the world, but we’re in for one last rodeo. May their final stewardship bring honor to mankind.
What if we’re right? 如果我们是对的会怎样? In this piece: 本文内容: Toggle 展开
“我记得 1941 年的春天,直到今天。我那时意识到核弹不仅可能——它不可避免。迟早,这些想法不可能只属于我们。大家很快就会想到它们,不久就会有一个国家把它们付诸行动。[…]
而且没有人可以倾诉,我度过了许多不眠之夜。但我确实意识到它可能有多么严重。我那时不得不开始服用安眠药。那是唯一的补救办法,从那时起我再也没有停过。那是 28 年,我不认为在那些 28 年里我错过了一个晚上。”
James Chadwick(James Chadwick〔詹姆斯·查德威克〕,物理学诺贝尔奖得主,1941 年英国政府关于原子弹不可避免性报告的作者,该报告最终推动了曼哈顿计划付诸行动)
本十年结束之前,我们将建造出超级智能。这正是本系列大部分内容所讲的。对我在旧金山交谈过的大多数人来说,那便是画面终止之处。但接下来的十年——2030 年代——将至少同样风云激荡。到那时,世界将被彻底地、面目全非地改变。一种新的世界秩序将被锻造出来。但遗憾的是——那是另一个时间的故事了。
我们必须暂且收尾了。让我作几点最后的评论。
AGI realism
AGI 现实主义
这一切都值得深思——而许多人无法做到。“深度学习正在撞墙!”他们年复一年地宣称。这不过是又一次科技繁荣,权威们自信地说。但即使在旧金山震中的人群中,讨论也已经两极分化为两种根本不够严肃的口号。
一方面,是末日论者。他们多年来一直痴迷于 AGI(通用人工智能);我对他们的先见之明给予很大肯定。但他们的思维已经僵化,脱离了深度学习的经验现实,他们的提议天真且不可行,而且他们没有正视非常真实的威权威胁。狂热的 99% 末日概率断言、无限期暂停 AI 的呼吁——这些显然不是正道。
另一方面,是 e/accs。狭义地说,他们有些道理:AI 的进步必须继续。但在他们肤浅的 Twitter 废话帖之下,他们是冒牌货;是一群只想建自己的包装型初创公司而不愿正视 AGI 的业余爱好者。他们声称是美国自由的坚定捍卫者,却无法抗拒不光彩的独裁者金钱的诱惑。事实上,他们是真正的停滞主义者。在否认风险的同时,他们否认了 AGI;基本上,我们得到的不过是些很酷的聊天机器人,而这些当然不危险。(在我看来,这是相当令人失望的加速主义。)
但在我看来,这个领域最聪明的人已经汇聚到一种不同的视角,一条第三条道路,我将称之为 AGI 现实主义。 其核心信条很简单:
- 超级智能事关国家安全。我们正在迅速建造比最聪明的人类更聪明的机器。这不是又一次酷炫的硅谷繁荣;这不是某个随机的程序员社区在编写一个天真的开源软件包;这不是好玩和游戏。超级智能将会狂野;它将是人类曾建造过的最强大的武器。对我们任何参与其中的人来说,这都将是我们做过的最重要的事。
- 美国必须领导*。*如果习近平先得到 AGI,自由的火炬将无法存续。(而且,现实地说,美国领导也是通往安全 AGI 的唯一道路。)这意味着我们不能简单地“暂停”;这意味着我们需要迅速扩大美国的电力生产,在美国建造 AGI 集群。但这也意味着,业余的初创公司安保把核机密交给 CCP(中国共产党)的日子不会再有了,而且意味着核心 AGI 基础设施必须由美国控制,而不是中东的某个独裁者。美国 AI 实验室必须把国家利益放在首位。
- 我们不能搞砸了。* *认识到超级智能的力量,也意味着认识到它的危险。存在非常真实的安全风险;非常真实的风险是这一切可能出岔子——无论是人类用所造就的毁灭性力量互相毁灭,还是因为,是的,我们召唤的那个异类物种是我们尚无法完全控制的。这些都是可以管理的——但临场发挥是不行的。驾驭这些危险,需要优秀的人带来一种此前尚未有人提供的严肃态度。
随着加速的加剧,我只预期讨论会变得更加刺耳。但我最大的希望是,会有那么一些人感受到即将来临之事的分量,并将其视为一份庄严的责任召唤。
What if we’re right?
如果我们是对的会怎样?
在这一点上,你可能会认为我和其他所有旧金山人都完全疯了。但请只考虑片刻:*如果他们是对的呢?*这些人是发明并建造了这项技术的人;他们认为 AGI 将在这十年内被开发出来;而且,尽管存在相当广泛的意见分歧,他们中的许多人都非常认真地对待这样一种可能性:通往超级智能的道路将如我在本系列中所描述的那样展开。
几乎可以肯定,我把这个故事的重要部分弄错了;如果现实碰巧接近这么疯狂,误差范围将非常大。此外,正如我在开头所说,我认为存在一个广泛的可能性范围。但我认为具体化很重要。在本系列中,我已经阐述了我目前认为的本十年剩余时间——本这个十年剩余时间——唯一最可能的情景。
因为——它开始感觉真实了,非常真实。几年前,至少对我而言,我认真对待这些想法——但它们是抽象的,被隔离在模型和概率估计里。现在它感觉极其切身。我可以看到它。我可以看到AGI 将如何被建造。这不再是人脑大小的估计、假设和理论外推之类的东西——我基本上可以告诉你 AGI 将在哪个集群上训练、它何时将被建造、我们将使用的大致算法组合、尚未解决的问题以及解决它们的路径、将会重要的人的名单。我可以看到它。这是极其切身的。当然,在 2023 年初全仓加杠杆做多 Nvidia 一直很棒,但历史的重负是沉重的。我不会选择这个。
但最可怕的领悟是,没有一支精英团队来处理这件事。小时候你对世界有一种美化了的看法:当事情变得严峻时,会有英雄般的科学家、极其能干的军人、从容的领导者们在处理,他们会拯救这一天。事实并非如此。世界非常小;当表象剥落时,通常只有幕后几个人才是真正的在局者,他们拼命试图防止一切分崩离析。
现在,世界上也许有几百人意识到即将降临我们的是什么,理解事情将变得多么疯狂,拥有局势感知。我可能要么亲自认识、要么与每一个有可能实际运作这个项目的人只隔一层关系。幕后那几个拼命试图防止事情分崩离析的人,就是你、你的伙伴们和他们的伙伴们。就这些。这就是全部。
总有一天它会脱离我们的掌控。但现在,至少在接下来几年的中局阶段,世界的命运取决于这些人。
Will the free world prevail? 自由世界会获胜吗?
Will we tame superintelligence, or will it tame us? 我们会驯服超级智能,还是它会驯服我们?
Will humanity skirt self-destruction once more? 人类会再一次避开自我毁灭吗?
The stakes are no less. 赌注丝毫不减。
他们是伟大而可敬的人。但他们只是人。很快,AI 将运行世界,但我们还要经历最后一场竞技。愿他们的最终守护为人类带来荣耀。